The following table provides summary statistics for permanent job vacancies advertised in Stockport with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Manchester / Stockport
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 29 31 43
Rank change year-on-year +2 +12  
Permanent jobs citing Data Modelling 16 1 2
As % of all permanent IT jobs advertised in Stockport 6.04% 0.70% 1.03%
As % of the Processes & Methodologies category 6.40% 0.73% 1.13%
Number of salaries quoted 16 1 2
Median salary £37,500 £40,000 £36,000
Median salary % change year-on-year -6.25% +11.11%  
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Stockport with a requirement for process and methodology skills.

Process & Methodology Skills
Stockport
Permanent job vacancies with a requirement for process and methodology skills 250 137 177
As % of all permanent IT job vacancies advertised in Stockport 94.34% 95.80% 91.24%
Number of salaries quoted 228 124 167
Median salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.28% -  
90% offered a salary of more than £30,000 £27,500 £26,000
10% offered a salary of more than £55,000 £45,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Stockport

The job posting trend of jobs advertised in Stockport citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Stockport

Data Modelling
Salary Trend in Stockport

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Stockport.

Salary trend for Data Modelling in Stockport

Data Modelling
Salary Histogram in Stockport

The salary distribution of IT jobs citing Data Modelling in Stockport over the 3 months to 24 June 2017.

Salary histogram for Data Modelling in Stockport

For the 6 months to 24 June 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Stockport region with a requirement for Data Modelling.

1 12 (52.17%) SQL
2 9 (39.13%) Business Intelligence
3 8 (34.78%) Data Warehouse
3 8 (34.78%) SQL Server
3 8 (34.78%) PRINCE2
3 8 (34.78%) Facilities Management
3 8 (34.78%) Data Quality
3 8 (34.78%) Relational Database
4 7 (30.43%) Analytics
4 7 (30.43%) Machine Learning
5 6 (26.09%) Data Architecture
5 6 (26.09%) Data Analysis
5 6 (26.09%) Analytical Skills
6 5 (21.74%) Data Migration
6 5 (21.74%) Oracle
6 5 (21.74%) ETL
6 5 (21.74%) Migration
6 5 (21.74%) Agile Software Development
7 4 (17.39%) Finance
7 4 (17.39%) Microsoft
7 4 (17.39%) Big Data
7 4 (17.39%) Kimball Methodology
7 4 (17.39%) SQL Server Reporting Services
7 4 (17.39%) Statistical Analysis
7 4 (17.39%) SQL Server Integration Services
7 4 (17.39%) SQL Server Analysis Services
8 3 (13.04%) Display Advertising
8 3 (13.04%) Degree
8 3 (13.04%) MDX
8 3 (13.04%) Mathematics

Data Modelling
Co-occurring IT Skills in Stockport by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (8.70%) CMS
1 2 (8.70%) Sitecore CMS
Applications
1 1 (4.35%) Microsoft Excel
Database & Business Intelligence
1 8 (34.78%) Data Warehouse
1 8 (34.78%) Relational Database
1 8 (34.78%) SQL Server
2 4 (17.39%) Big Data
2 4 (17.39%) SQL Server Analysis Services
2 4 (17.39%) SQL Server Integration Services
2 4 (17.39%) SQL Server Reporting Services
3 3 (13.04%) BusinessObjects
3 3 (13.04%) Data Mining
3 3 (13.04%) Datazen
3 3 (13.04%) SQL Server 2012
4 2 (8.70%) Oracle Database
4 2 (8.70%) QlikView
4 2 (8.70%) RDBMS
5 1 (4.35%) Enterprise Data Warehouse
General
1 4 (17.39%) Finance
2 3 (13.04%) Advertising
3 2 (8.70%) Marketing
Job Titles
1 11 (47.83%) Analyst
2 10 (43.48%) Business Analyst
3 5 (21.74%) Systems Engineer
4 4 (17.39%) Architect
4 4 (17.39%) Business Intelligence Architect
5 3 (13.04%) Data Scientist
6 2 (8.70%) Business Intelligence Developer
6 2 (8.70%) Developer
6 2 (8.70%) ETL Developer
6 2 (8.70%) SAP Analyst
6 2 (8.70%) SAP Business Analyst
6 2 (8.70%) SQL BI Developer
6 2 (8.70%) SQL Developer
6 2 (8.70%) Systems Developer
7 1 (4.35%) Data Analyst
7 1 (4.35%) Data Insight Analyst
7 1 (4.35%) Facilities Analyst
7 1 (4.35%) Insight Analyst
7 1 (4.35%) Insight Data Analyst
Libraries, Frameworks & Software Standards
1 3 (13.04%) MDX
Miscellaneous
1 6 (26.09%) Analytical Skills
2 3 (13.04%) Algorithms
2 3 (13.04%) iPad
3 2 (8.70%) Management Information System
Processes & Methodologies
1 9 (39.13%) Business Intelligence
2 8 (34.78%) Facilities Management
2 8 (34.78%) PRINCE2
3 7 (30.43%) Analytics
3 7 (30.43%) Machine Learning
4 6 (26.09%) Data Analysis
4 6 (26.09%) Data Architecture
5 5 (21.74%) Agile Software Development
5 5 (21.74%) Data Migration
5 5 (21.74%) ETL
5 5 (21.74%) Migration
6 4 (17.39%) Kimball Methodology
6 4 (17.39%) Statistical Analysis
7 3 (13.04%) DevOps
7 3 (13.04%) Econometrics
7 3 (13.04%) ETL Development
7 3 (13.04%) IT Strategy
7 3 (13.04%) Product Management
7 3 (13.04%) Stakeholder Management
7 3 (13.04%) Statistical Modelling
Programming Languages
1 12 (52.17%) SQL
2 3 (13.04%) MATLAB
2 3 (13.04%) Python
2 3 (13.04%) R
2 3 (13.04%) T-SQL
3 1 (4.35%) VBA
Qualifications
1 3 (13.04%) Computer Science Degree
1 3 (13.04%) Degree
1 3 (13.04%) PhD
Quality Assurance & Compliance
1 8 (34.78%) Data Quality
2 1 (4.35%) SLA
Vendors
1 5 (21.74%) Oracle
2 4 (17.39%) Microsoft
3 2 (8.70%) SAP
3 2 (8.70%) Sitecore
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £45,000 per annum dependant on experience
Posted: 4 days ago